Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition

2 September 2013

Papers citing "Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition"

7 / 7 papers shown

Title
Alternating Least-Squares for Low-Rank Matrix Reconstruction Dave Zachariah Martin Sundin M. Jansson Saikat Chatterjee 57 69 0 12 Jun 2012
Bilateral Random Projections Dinesh Manocha Dacheng Tao 56 67 0 22 Dec 2011
Large-Scale Convex Minimization with a Low-Rank Constraint Shai Shalev-Shwartz Alon Gonen Ohad Shamir 88 160 0 08 Jun 2011
Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction Dinesh Manocha Dacheng Tao Xindong Wu 108 204 0 21 Jul 2010
A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion Raghunandan H. Keshavan Sewoong Oh 103 393 0 27 Oct 2009
Guaranteed Rank Minimization via Singular Value Projection Raghu Meka Prateek Jain Inderjit S. Dhillon 183 554 0 30 Sep 2009
Rank-Sparsity Incoherence for Matrix Decomposition V. Chandrasekaran Sujay Sanghavi P. Parrilo A. Willsky CML 255 1,111 0 11 Jun 2009